Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9388697 0.9705178 0.9928823 0.9360545
bt 0.9342561 0.9868596 0.9819100 0.8842407
maxnet 0.6724337 0.9837768 0.7925297 0.4519333
gam NA 0.9499905 NA NA
glm NA 0.8897056 NA NA

Variable Importance